



'''simple docstring'''



from ....configuration_utils import PretrainedConfig
from ....utils import logging


lowerCAmelCase_  :							Optional[int]             =    logging.get_logger(__name__)

lowerCAmelCase_  :							Union[str, Any]             =    {
    'CarlCochet/trajectory-transformer-halfcheetah-medium-v2': (
        'https://huggingface.co/CarlCochet/trajectory-transformer-halfcheetah-medium-v2/resolve/main/config.json'
    ),
    # See all TrajectoryTransformer models at https://huggingface.co/models?filter=trajectory_transformer
}
class 						lowerCamelCase_				(       snake_case_      ):
						_lowerCAmelCase  : List[Any]						  =					'trajectory_transformer'
						_lowerCAmelCase  : int						  =					['past_key_values']
						_lowerCAmelCase  : Optional[int]						  =					{
						    'hidden_size': 'n_embd',
						    'num_attention_heads': 'n_head',
						    'num_hidden_layers': 'n_layer',
						}







						def __init__(	self :   str					,     lowerCAmelCase__ :   Optional[int]=1_00					,     lowerCAmelCase__ :   Optional[Any]=5					,     lowerCAmelCase__ :   Optional[Any]=1					,     lowerCAmelCase__ :   str=1					,     lowerCAmelCase__ :   Optional[Any]=2_49					,     lowerCAmelCase__ :   Union[str, Any]=6					,     lowerCAmelCase__ :   Optional[Any]=17					,     lowerCAmelCase__ :   str=25					,     lowerCAmelCase__ :   List[Any]=4					,     lowerCAmelCase__ :   List[Any]=4					,     lowerCAmelCase__ :   Optional[Any]=1_28					,     lowerCAmelCase__ :   Optional[int]=0.1					,     lowerCAmelCase__ :   List[str]=0.1					,     lowerCAmelCase__ :   Tuple=0.1					,     lowerCAmelCase__ :   Any=0.0006					,     lowerCAmelCase__ :   Optional[int]=5_12					,     lowerCAmelCase__ :   Optional[Any]=0.02					,     lowerCAmelCase__ :   Optional[Any]=1e-12					,     lowerCAmelCase__ :   Optional[Any]=1					,     lowerCAmelCase__ :   Dict=True					,     lowerCAmelCase__ :   Optional[Any]=1					,     lowerCAmelCase__ :   List[Any]=5_02_56					,     lowerCAmelCase__ :   Optional[int]=5_02_56					,     **lowerCAmelCase__ :   Dict					,     ):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE       :   Tuple         =      vocab_size
													SCREAMING_SNAKE_CASE       :   Any         =      action_weight
													SCREAMING_SNAKE_CASE       :   List[str]         =      reward_weight
													SCREAMING_SNAKE_CASE       :   List[str]         =      value_weight
													SCREAMING_SNAKE_CASE       :   List[Any]         =      max_position_embeddings
													SCREAMING_SNAKE_CASE       :   Dict         =      block_size
													SCREAMING_SNAKE_CASE       :   Dict         =      action_dim
													SCREAMING_SNAKE_CASE       :   List[Any]         =      observation_dim
													SCREAMING_SNAKE_CASE       :   str         =      transition_dim
													SCREAMING_SNAKE_CASE       :   Union[str, Any]         =      learning_rate
													SCREAMING_SNAKE_CASE       :   Any         =      n_layer
													SCREAMING_SNAKE_CASE       :   List[str]         =      n_head
													SCREAMING_SNAKE_CASE       :   List[str]         =      n_embd
													SCREAMING_SNAKE_CASE       :   Optional[int]         =      embd_pdrop
													SCREAMING_SNAKE_CASE       :   List[Any]         =      attn_pdrop
													SCREAMING_SNAKE_CASE       :   List[str]         =      resid_pdrop
													SCREAMING_SNAKE_CASE       :   Union[str, Any]         =      initializer_range
													SCREAMING_SNAKE_CASE       :   Optional[int]         =      layer_norm_eps
													SCREAMING_SNAKE_CASE       :   Optional[Any]         =      kaiming_initializer_range
													SCREAMING_SNAKE_CASE       :   int         =      use_cache
													super().__init__(pad_token_id=lowerCAmelCase__					,     bos_token_id=lowerCAmelCase__					,     eos_token_id=lowerCAmelCase__					,     **lowerCAmelCase__					)









'''simple docstring'''



lowerCAmelCase_  :							List[Any]             =    [0, 2, 4, 6, 8]
lowerCAmelCase_  :							str             =    [1, 3, 5, 7, 9]
def        UpperCAmelCase (    A	:					int       ,		A	:					int       ,		A	:					list[int]       ,		A	:					int					):
							if remaining_length == 0:
														if digits[0] == 0 or digits[-1] == 0:
																					return 0

														for i in range(length // 2 - 1       ,		-1       ,		-1					):
																					remainder += digits[i] + digits[length - i - 1]

																					if remainder % 2 == 0:
																												return 0

																					remainder //= 10

														return 1

							if remaining_length == 1:
														if remainder % 2 == 0:
																					return 0

														SCREAMING_SNAKE_CASE       :   List[Any]         =      0
														for digit in range(10					):
																					SCREAMING_SNAKE_CASE       :   Optional[Any]         =      digit
																					result += reversible_numbers(
																					    0       ,		(remainder + 2 * digit) // 10       ,		A       ,		A					)
														return result

							SCREAMING_SNAKE_CASE       :   List[str]         =      0
							for digita in range(10					):
														SCREAMING_SNAKE_CASE       :   int         =      digita

														if (remainder + digita) % 2 == 0:
																					SCREAMING_SNAKE_CASE       :   str         =      ODD_DIGITS
														else:
																					SCREAMING_SNAKE_CASE       :   List[str]         =      EVEN_DIGITS

														for digita in other_parity_digits:
																					SCREAMING_SNAKE_CASE       :   Union[str, Any]         =      digita
																					result += reversible_numbers(
																					    remaining_length - 2       ,		(remainder + digita + digita) // 10       ,		A       ,		A       ,		)
							return result
def        UpperCAmelCase (    A	:					int = 9					):
							SCREAMING_SNAKE_CASE       :   Union[str, Any]         =      0
							for length in range(1       ,		max_power + 1					):
														result += reversible_numbers(A       ,		0       ,		[0] * length       ,		A					)
							return result


if __name__ == "__main__":
							print(f'{solution() = }')




